{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-02-28T14:40:38.355192Z",
     "start_time": "2025-02-28T14:40:36.479442Z"
    }
   },
   "source": "from matplotlib import pyplot as plt",
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T14:40:49.216939Z",
     "start_time": "2025-02-28T14:40:49.033851Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "3ed5c0534a9845ee",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 折线颜色和形状",
   "id": "e8c8997ce751b082"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T14:42:01.756657Z",
     "start_time": "2025-02-28T14:42:01.663345Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='--',linewidth=3)\n",
    "plt.show()"
   ],
   "id": "b4ab4a12d5709b19",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 折点样式",
   "id": "c473153289cecfc5"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T14:43:52.576079Z",
     "start_time": "2025-02-28T14:43:52.484327Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='o')\n",
    "plt.show()"
   ],
   "id": "e8a1a60d938b2563",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 设置的图片的大小和保存",
   "id": "12438fc740868aea"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T14:52:48.501668Z",
     "start_time": "2025-02-28T14:52:48.363315Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "# plt.savefig('./t1.png')\n",
    "plt.savefig('./t1.svg')"
   ],
   "id": "d1b0501e0fa52949",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制x轴和y轴的刻度",
   "id": "e0dcbb47c7b4cd09"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T14:59:59.253895Z",
     "start_time": "2025-02-28T14:59:59.124242Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 设置x轴的刻度\n",
    "# plt.xticks(x)\n",
    "# plt.xticks(range(1,25))\n",
    "# 设置y轴的刻度\n",
    "# plt.yticks(y)\n",
    "# plt.yticks(range(min(y),max(y)+1))\n",
    "# 构造x轴刻度标签\n",
    "x_ticks_label = [\"{}:00\".format(i) for i in x]\n",
    "#rotation = 45 让字旋转45度\n",
    "plt.xticks(x,x_ticks_label,rotation = 45)\n",
    "# 设置y轴的刻度标签\n",
    "y_ticks_label = [\"{}℃\".format(i) for i in range(min(y),max(y)+1)]\n",
    "plt.yticks(range(min(y),max(y)+1),y_ticks_label)\n",
    "# 绘 图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "6d41d5cc7548a01c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 设置中文字体",
   "id": "569555ef6778d2bc"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T15:18:58.985870Z",
     "start_time": "2025-02-28T15:18:58.852349Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for i in range(120)]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=18)\n",
    "plt.xlabel('时间',rotation=45,fontproperties = my_font)\n",
    "plt.ylabel(\"次数\",fontproperties = my_font)\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties = my_font)\n",
    "plt.show()"
   ],
   "id": "ed5daecb5a588332",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制多个折线图",
   "id": "122e64a8ce99d4e0"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T15:20:05.782199Z",
     "start_time": "2025-02-28T15:20:05.638964Z"
    }
   },
   "cell_type": "code",
   "source": [
    "y1 = [1, 0, 1, 1, 2, 4, 3, 4, 4, 5, 6, 5, 4, 3, 3, 1, 1, 1, 1, 1]\n",
    "y2 = [1, 0, 3, 1, 2, 2, 3, 4, 3, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1]\n",
    "\n",
    "x = range( 11, 31 )  # # 设置图形\n",
    "plt.figure( figsize=(20, 8), dpi=80 )  # 设置画布大小\n",
    "plt.plot( x, y1, color='red', label='自己' )\n",
    "plt.plot( x, y2, color='blue', label='同事' )\n",
    "# 设置x轴刻度\n",
    "xtick_labels = ['{}岁'.format( i ) for i in x]\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc', size=18 )\n",
    "plt.xticks( x, xtick_labels, fontproperties=my_font, rotation=45 )\n",
    "# 绘制网格（网格也是可以设置线的样式)\n",
    "# alpha=0.4 设置透明度\n",
    "plt.grid( alpha=0.4 )\n",
    "\n",
    "#  添加图例(注意：只有在这里需要添加prop参数是显示中文，其他的都用fontproperties) # 设置位置loc : upper left、 lower left、 center left、 upper center\n",
    "plt.legend( prop=my_font, loc='upper right' )\n",
    "\n",
    "# 展示\n",
    "plt.show()"
   ],
   "id": "90010d79b8f19a54",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 13
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制子图",
   "id": "6baa6d07c6e2bf60"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:19:45.007619Z",
     "start_time": "2025-02-28T16:19:43.389937Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "x = np.arange(1, 100) #划分子图\n",
    "fig,axes=plt.subplots(2,2)\n",
    "ax1=axes[0,0]\n",
    "ax2=axes[0,1]\n",
    "ax3=axes[1,0]\n",
    "ax4=axes[1,1]\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #作图 1\n",
    "ax1.plot(x, x) # 作 图 2\n",
    "ax2.plot(x, -x) #作图 3\n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3) #作图 4\n",
    "ax4.plot(x, np.log(x))\n",
    "plt.show()"
   ],
   "id": "70a540010351a738",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:24:55.158681Z",
     "start_time": "2025-02-28T16:24:54.898619Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = np.arange(1,100)\n",
    "#新建figure对象\n",
    "fig=plt.figure(figsize=(20,10),dpi=80) #新建子图1\n",
    "ax1=fig.add_subplot(2,2,1)\n",
    "ax1.plot(x, x)\n",
    "#新建子图2\n",
    "ax3=fig.add_subplot(2,2,2) \n",
    "ax3.plot(x, x**2)\n",
    "ax3.grid(color='r', linestyle='--', linewidth=1,alpha=0.3)\n",
    "# 新 建 子 图 3\n",
    "ax4=fig.add_subplot(2,2,3)\n",
    "ax4.plot(x, np.log(x)) \n",
    "# 新 建 子 图 4\n",
    "ax2=fig.add_subplot(2,2,4)\n",
    "ax2.plot(x, -x) \n",
    "plt.show()"
   ],
   "id": "6f6c56af93c93644",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x800 with 4 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制散点图",
   "id": "ce7b133308b0604"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:27:21.360842Z",
     "start_time": "2025-02-28T16:27:21.230074Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import font_manager\n",
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14, 15, 15, 15, 19, 21, 22, 22, 22,\n",
    "     23]\n",
    "x = range( 1, 32 )\n",
    "\n",
    "# 设置图形大小\n",
    "plt.figure( figsize=(20, 8), dpi=80 )\n",
    "# 使用scatter绘制散点图\n",
    "plt.scatter( x, y, label='3月份' )\n",
    "# 调整x轴的刻度\n",
    "my_font = font_manager.FontProperties( fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc', size=10 )\n",
    "\n",
    "_xticks_labels = ['3月{}日'.format( i ) for i in x]\n",
    "\n",
    "plt.xticks( x[::3], _xticks_labels[::3], fontproperties=my_font, rotation=45 )\n",
    "plt.xlabel( ' 日 期 ', fontproperties=my_font )\n",
    "plt.ylabel( '温度', fontproperties=my_font )\n",
    "plt.grid( alpha=0.4 )\n",
    "# 图 例\n",
    "plt.legend( prop=my_font )\n",
    "plt.show()"
   ],
   "id": "ecbfc43857023baf",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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yRPrss8+Oxx57LB5++OE44YQT4swzz8z7P/7xj8ehhx4av/3tb+OrX/1qvOc974menp6Nvv+5556L2bNnxze/+c382Fe/+tVx2WWXjUTTAQAAtqjn4sx5C2LJyu7o6e2P7hd6833aPmPegnwcAMpumweM48ePj+OOO26w+38KFBcvXpy/vvnmm+Pcc8/NX0+fPj0Hh/fcc89GP+POO++MAw88MPdgTM4777y48cYbt3XTAQAAtkgaFt3ZtTZ6+4YGiWm7o6s7HweAshvxORivvvrq3Itx5cqVubfi5MmTB4+1t7dHR0fHRt+T9k2dOnXI45588slYv359NDcP/S/MnTs33wakodRLly6N0aqrq6vaTWALqWH5qWH5qWG5qV/5qWH5qeGmdXR0xbSd+2Ld+r6Njo1rboyOjqUxuWlNVJP6lZ8alp8all9XnddwRAPGyy+/PM+/ePfdd8fatWu3yb8xZ86cfBvQ2toabW1tMZqN9v9fPVDD8lPD8lPDclO/8lPD8lPD4S3vnRAP3rUseno3Hjw2pqkhPjSlLdraWqLa1K/81LD81LD82uq4hiMyB2Ny5ZVXxq233pqHO1cqlZg0aVLufbh8+fLBx6Sh01OmTNnoe9O+JUuWDHncbrvttlHvRQAAgFqSVotua6lEU+PQFaPT9pSWSj4OAGU3IgFjGrKc5kz83ve+FzvuuOPg/ne/+91xzTXX5K8ffPDBWLZsWcyYMWOj708rTf/85z+PRx99NG9/8YtfjNNOO20kmg4AAFBYmot+/qyDY+qkSu6xWBnblO/bJ1Vi/uxDBueqB4Ay2+ZdADs7O+PCCy+MPfbYI4488si8b9y4cfHAAw/EZz7zmTj99NNj7733jrFjx8YNN9wQY8aMyY+55JJL8qIvaRGYHXbYIa677ro48cQT87yL++23X3zta1/b1k0HAADYYq0TK3H3nBl5QZfFK9ZE+04Tcs9F4SIAo8U2DxjTHIj9/UNXTBuw6667xne/+91hj1166aVDto8//vh8AwAAKJsUJk5vb8k3ABhtRmwORgAAAABg9BEwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAACmsu/q0AAAAAQ/X398fCJati8Yo10b7ThJg2dWI0NDRUu1nANiRgBAAAALaKzlXdMXPeglja1R1jmhqjp7cv2loqMX/WwdE6sVLt5gHbiCHSAAAAwFbpuZjCxSUru6Ontz+6X+jN92n7jHkL8nFgdBIwAgAAAFssDYvu7FobvX1Dg8S03dHVnY8Do5OAEQAAANhiac7F5qbh51pMw6XTcWB0EjACAAAAWywt6JLmXBxO2p+OA6OTgBEAAADYYmm16LSgS1Pj0F6MaXtKSyUfB0YnASMAAACwxRoaGvJq0VMnVWJMU0NUxjbl+/ZJlZg/+5B8HBidmqvdAAAAAGB0aJ1YibvnzMgLuqQ5F9Ow6NRzUbgIo5uAEQAAANhqUpg4vb0l34D6YIg0AAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgMAEjAAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgsOZqNwAAAGpJf39/LFyyKhavWBPtO02IaVMnRkNDQ7WbBQBQswSMAADw/3Su6o6Z8xbE0q7uGNPUGD29fdHWUon5sw6O1omVajcPAKAmGSINAAD/r+diCheXrOyOnt7+6H6hN9+n7TPmLcjHAQDYmIARAAAi8rDozq610ds3NEhM2x1d3fk4AAAbEzACAEBEnnOxuWn4uRbTcOl0HACAjQkYAQAgIi/okuZcHE7an44DALAxASMAAETk1aLTgi5NjUN7MabtKS2VfBwAgI0JGAEAICIaGhryatFTJ1ViTFNDVMY25fv2SZWYP/uQfBwAgI01D7MPAADqUuvEStw9Z0Ze0CXNuZiGRaeei8JFAIBNEzACAMAGUpg4vb0l3wAAeHmGSAMAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgtgPG888/P9rb2/OE2Q899FDet3LlyjjggAMGb/vss080NzdHV1fXRt+/ePHiaGpqGvL4xx9/fCSaDgAAAABUexXpU045JT760Y/Gn/7pnw7umzRp0mDYmFx55ZVxzz33REvL8Kv17bDDDkMeDwAAAADUScB4+OGHv+xjrr/++vi7v/u7kWgOAAAAAFCmgPHl/PjHP45Vq1bFO9/5zk0+Zs2aNTF9+vTo7e2NE088MS666KI8bPrF5s6dm28DVq9eHUuXLo3Rargh5ZSLGpafGpafGpab+pWfGpafGpab+pWfGpafGpZfV53XsCYCxtR7cebMmXkOxuHstttusWzZsthll11ywU499dS46qqr8rDrF5szZ06+DWhtbY22trYYzUb7/68eqGH5qWH5qWG5qV/5qWH5qWG5qV/5qWH5qWH5tdVxDau+ivRzzz0XN998c8yaNWuTjxk3blwOF5M0R2N67H333TeCrQQAAAAAajJgvOmmm2L//fePfffdd5OPefrpp6Onpyd/vW7durj11lvjwAMPHMFWAgAAAABVCxjPOeecPFS5s7MzjjnmmNhrr72GDI+ePXv2Rt9zySWXxDXXXJO/vv/++3OgmILIgw46KCZPnpznYAQAAAAA6mAOxi9/+csvucDLcC699NLBr08++eR8AwAAAABqS9WHSAMAAAAA5SVgBAAAAAAKEzACAAAAAIUJGAEAAACA2l7khfrR398fC5esisUr1kT7ThNi2tSJ0dDQUO1mAQA1fN3Q0dEVy3tdN7B1uB4FgJEnYGSr6VzVHTPnLYilXd0xpqkxenr7oq2lEvNnHRytEyvVbh4AUKPXDdN37o8H71rmuoEt5noUAKrDEGm22ifF6WJuycru6Ontj+4XevN92j5j3oJ8HABguOuGdev7XDewxVyPAkD1CBjZKtIwlM6utdHbN/TCLW13dHXn4wAAiesGtgW/VwBQPQJGtoo0x01z0/Bz26ThKek4AEDiuoFtwe8VAFSPgJGtIk2gnea4GU7an44DACSuG9gW/F4BQPUIGNkq0up8aQLtpsahnxqn7SktlXwcACBx3cC24PcKAKpHwMhW0dDQkFfnmzqpEmOaGqIytinft0+qxPzZh+TjAADDXTeMa2503cAWcz0KANXTXMV/m1GmdWIl7p4zI0+gnea4ScNQ0ifFLuYAgJe6bujoWBofmtLmuoEt5noUAKpDwMhWlS7epre35BsAwOZcN0xuWhNtba4d2DpcjwLAyDNEGgAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUFhz8W+F8ujv74+FS1bF4hVron2nCTFt6sRoaGiodrMAAEbFNVZHR1cs73WNBQD1SsDIqNe5qjtmzlsQS7u6Y0xTY/T09kVbSyXmzzo4WidWqt08AIDSX2NN37k/HrxrmWssAKhThkgz6j9VTxe+S1Z2R09vf3S/0Jvv0/YZ8xbk4wAAbNk11rr1fa6xAKCOCRgZ1dKQnc6utdHbN/QiN213dHXn4wAAvDKusQCADQkYGdXSnIvNTcPPA5SGS6fjAAC8Mq6xAIANCRgZ1dKCLmnOxeGk/ek4AACvjGssAGBDAkZGtbSSYZpsvKlx6CfsaXtKSyUfBwDglXGNBQBsSMDIqNbQ0JBXMpw6qRJjmhqiMrYp37dPqsT82Yfk4wAAbNk11rjmRtdYAFDHmqvdANjWWidW4u45M/Jk42k+oDRkJ32q7sIXAGDrXGN1dCyND01pc40FAHVKwEhdSBe609tb8g0AgK17jTW5aU20tbnOAoB6ZYg0AAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgMAEjAAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgsObi3woAwIv19/fHwiWrYvGKNdG+04SYNnViNDQ0VLtZAKVRq+fRWmzXQJs6OrpieW9ttAmoTyMSMJ5//vlx2223xZIlS+IXv/hFHHDAAXl/e3t7jBs3Lrbbbru8/YlPfCJOPfXUYX/G9ddfH1dccUX09fXFUUcdFV/84hdjzJgxI9F8AIDN0rmqO2bOWxBLu7pjTFNj9PT2RVtLJebPOjhaJ1aq3TyAmler59FabNeGbZq+c388eNeyqrcJqF8jMkT6lFNOifvvvz+mTp260bGbbropHnrooXzbVLj4xBNPxCc/+cm47777YtGiRfHUU0/FtddeOwItBwDY/F4k6Y3ekpXd0dPbH90v9Ob7tH3GvAX5OADlO4/WYrte3KZ16/uq3iagvo1IwHj44YdHa2tr4e+/5ZZb4vjjj4/Jkyfn7t7nnntu3HjjjVu1jQAAWyINUevsWhu9fUPf1KXtjq7ufByA8p1Ha7FdtdgmoL5VfQ7GmTNn5k9XDj744DwEeuedd97oMR0dHUN6P6ah1WnfcObOnZtvA1avXh1Lly6N0aqrq6vaTWALqWH5qWH5qWG51Ur90vxX03buy71IXmxcc2N0dCyNyU1rqtK2WlcrNaQ4NSy3WqlfrZ5Ha7FdL27T7jukoPE/v/Y3p5xq5XVIcV11XsOqBoz33ntvTJkyJXp6euLiiy+OM844I+64444t+plz5szJtwGp52RbW1uMZqP9/1cP1LD81LD81LDcaqF+aXL9NP9VT+/GA0TGNDXEh6a0RVtbS1XaVga1UEO2jBqWWy3Ur1bPo7XYro3b1Bc/W/GfX/ubU1618Dpky7TVcQ1HZIj0pqRwMUmLtVxwwQV5jsVNPS4tEDNg8eLFg98LAFAL0sqdaXL9psahq3em7SktlXwcgPKdR2uxXbXYJqC+VS1gXLNmTTz77LOD22lOxQMPPHDYx77rXe/Kq1AvX748D6e+5ppr4rTTThvB1gIAvLQ0T3RauXPqpEruPVIZ25Tv2ydVYv7sQ/JxAMp3Hq3Fdr24TWlYdLXbBNS3ERkifc4558S3v/3tHBAec8wxscMOO8R3v/vdHBz29vbm0HCPPfaI+fPnD37PmWeemRd2Sbd07NOf/nQcdthh+dgRRxyRfyYAQC1pnViJu+fMyJPrL16xJtp3mpB7kXijB1Du82gttmvDNqU5F9Ow6Gq3CahfIxIwfvnLXx52/y9+8YtNfs911103ZPuss87KNwCAWpbe2E1vb8k3AEbPebQW2zXQprSgizkXgZofIv3zn//8JVfEefzxx/NCLQAAAABAfXnZgHHRokXxzne+Mzo6OvKQ5uHcf//9eQ5FAAAAAKC+vGzAuNdee8VrX/vaeOGFF+L555/PKzg/+uij8da3vjXfJ4888sjg/IgAAAAAQP3Y7FWk77vvvlixYkXcdNNN8bvf/S6HjXPnzo177703fv/738eee+65bVsKAAAAAJQvYPzqV78af/zjH+P9739/tLa2xgc+8IGYOnVqXgn62muvjUsuuSROP/30kWktAAAAAFCegLGzszO22267mDBhQjzxxBOxbt26PBdjuk++/e1vx+WXX/6Sq0EDAAAAAHUaMKYei6eddlo0NjbGD37wg3jmmWfirrvuijVr1sSqVatixowZ8Za3vCXa29tzL0cAAAAAoL5s1hyMDQ0NMXv27Jg8eXJceOGFeYGXj33sY7H99tvn4yeeeGL87Gc/29ZtBQAAAABqTPPLPaC3tzcPlU5zLU6cODEPiU73e+yxRzz99NOxyy67xPjx4/MNAAAAAKgvLxswrl+/Pr7zne9EU1NT9PX1xbPPPhtdXV359rWvfS0/5rDDDstDpQEAAACA+vKyAeO4ceNyb8WXCiA/+9nPxpQpU/KcjQAAAABA/XjZgHE4//iP/5iHRidr166NK664Ij7ykY9s7bYBAAAAAGUPGH/1q1/Fe97zntxDcffdd483velNcfPNN8fnP//5fLy/v/8lezgCAAAAAHUcML7+9a/Pi7o899xzcfXVV8fDDz+ch01/85vfzOFismLFipFoKwAAAAAwGoZINzQ0xKWXXjq4/aMf/WhrtgkAAAAAGM0BY+q5eMkllwx+/cQTT2ztdgEAAAAAoyFg7OjoiL6+vmhsbIwLLrgg9tprr9yD8cMf/vDgEOl77rlnJNoKAAAAAJQtYEyLu9xxxx157sVXvepV8brXvS7+8Ic/5JWkkxQydnZ25vsUPAIAUFvSddrCJati8Yo10b7ThJg2daLrNmDw3NDR0RXLe50bANiGAePy5cvjH/7hH+Kqq66K3//+93kF6QkTJsT48ePjwAMPjJaWlli3bt0WNAEAgG2lc1V3zJy3IJZ2dceYpsbo6e2LtpZKzJ91cLROrFS7eUANnBum79wfD961zLkBgMIaNydg/Nu//du8inQaIv3nf/7n+b6trS2uuOKK3JMxBY8+6QIAqL3eSSlAWLKyO3p6+6P7hd58n7bPmLdgcLoboL7PDevW9zk3ALBtezAecMAB+T6FiDfccEOMHTs2b0+bNi3e/va3x7hx47asBQAAbBNp6GNn19ro7RsaFqTtjq7ufHx6e0vV2gdUh3MDACPeg3HAq1/96sFwMdl1112FiwAANSzNudjcNPwokzRcOh0H6o9zAwBVCxgBACiXtKBLmnNxOGl/Og7UH+cGALY2ASMAwCiVVoRNizY0NQ7tqZS2p7RU8nGg/jg3ALC1CRgBAEaptAhfWhF26qRKjGlqiMrYpnzfPqkS82cfYpE+qFMvPjeMa250bgBg2y7yAgBAebVOrMTdc2bkRRvSvGpp6GPqnSRAgPq24bmho2NpfGhKm3MDAIUJGAEARrkUGKQVYa0KCwx3bpjctCba2pwfACjOEGkAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAAIUJGAEAAACAwgSMAAAAAEBhAkYAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAAIUJGAEAAACAwgSMAAAAAEBhAkYAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAAIUJGAEAAACAwgSMAAAAAEBhAkYAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAALUdMJ5//vnR3t4eDQ0N8dBDD+V9zz//fJx44omxzz77xP777x9HH310LFq0aNjvX7x4cTQ1NcUBBxwweHv88cdHoukAAAAAQLUDxlNOOSXuv//+mDp16pD9Z599djz22GPx8MMPxwknnBBnnnnmJn/GDjvskMPJgduee+45Ai0HAAAAAKoeMB5++OHR2to6ZN/48ePjuOOOy70ak0MPPTT3VAQAAAAAyqM5asTVV1+dezFuypo1a2L69OnR29ubh1ZfdNFFedj0i82dOzffBqxevTqWLl0ao1VXV1e1m8AWUsPyU8PyU8NyU7/yU8PyU8NyU7/yU8PyU8Py66rzGtZEwHj55Zfn+RfvvvvuYY/vtttusWzZsthll11ywU499dS46qqr4qMf/ehGj50zZ06+DUg9J9va2mI0G+3/v3qghuWnhuWnhuWmfuWnhuWnhuWmfuWnhuWnhuXXVsc1rPoq0ldeeWXceuutceedd0alUhn2MePGjcvhYtLS0hKzZs2K++67b4RbCgAAAADUVMCYhjLfeOON8b3vfS923HHHTT7u6aefjp6envz1unXrciB54IEHjmBLAQAAAICqBYznnHNOHqrc2dkZxxxzTOy111756wsvvDCeffbZOPLII+OAAw6IQw45ZPB7Lrnkkrjmmmvy12kF6hQo7r///nHQQQfF5MmT8xyMAAAAAEAdzMH45S9/edj9/f39m/yeSy+9dPDrk08+Od8AAAAAgNpS9TkYAQAAAIDyEjACAAAAAIUJGAEAAACA2p6DESiPNDfqwiWrYvGKNdG+04SYNnViNDQ0VLtZNf1cdXR0xfJezxWMNK9BAACoDQJGYFDnqu6YOW9BLO3qjjFNjdHT2xdtLZWYP+vgaJ1YqXbzava5mr5zfzx41zLPFYwgr0EAAKgdhkgDgz2B0pv1JSu7o6e3P7pf6M33afuMeQtectX3en+u1q3v81zBCPIaBACA2iJgBLI0zLCza2309g19Y562O7q683H+k+cKqstrEAAAaouAEcjSnIvNTcPPXZaGS6fj/CfPFVSX1yAAANQWASOQpQVd0pyLw0n703H+k+cKqstrEAAAaouAEcjS6qtpgYSmxqG9gtL2lJZKPs5/8lxBdXkNAgBAbREwAllDQ0NefXXqpEqMaWqIytimfN8+qRLzZx+SjzP8czWuudFzBSPIaxAAAGpLc7UbANSO1omVuHvOjLxAQprDLA0zTD2BvFl/6eeqo2NpfGhKm+cKRpDXIAAA1A4BIzBEenM+vb0l39i852py05poa/N8wUjzGgQAgNpgiDQAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUFhz8W+lmvr7+2PhklXR0dEVy3snxLSpE6OhoaHazeIVUMNX/lwtXrEm2nfyXAEAAEAtETCWUOeq7pg5b0Es7eqO6Tv3x4N3LYu2lkrMn3VwtE6sVLt5bAY1LPZcjWlqjJ7ePs8VAAAA1BBDpEvYkyuFLUtWdkdPb3+sW9+X79P2GfMW5OPUNjUs/lx1v9DruQIAAIAaI2AsmTRMtLNrbfT2DQ1W0nZHV3c+Tm1Tw83nuQIAAIDaJ2AsmTQHXXPT8HPPpeGj6Ti1TQ03n+cKAAAAap+AsWTSAhdpDrrhpP3pOLVNDTef5woAAABqn4CxZNLquWmBi6bGob260vaUlko+Tm1Tw83nuQIAAIDaJ2AsmYaGhrx67tRJlRjT1BDjmhvzffukSsyffUg+Tm1Tw+LPVWVsk+cKAAAAakxztRvAK9c6sRJ3z5mRF7jo6FgaH5rSlntyCVvKQw2LPVdpzsU0LNpzBQAAALVDwFhSKVyZ3t4Sk5vWRFtbS7WbQwFq+Mqfq3QDAAAAaosh0gAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAbQeM559/frS3t0dDQ0M89NBDg/t/+9vfxlve8pbYZ599Yvr06fHII49s8mdcf/31sffee8eee+4ZZ511VvT09IxE0wEAAACAageMp5xyStx///0xderUIfvPOeecOPvss+M3v/lNfOxjH4u/+qu/Gvb7n3jiifjkJz8Z9913XyxatCieeuqpuPbaa0ei6QAAAABAtQPGww8/PFpbW4fse/rpp2PhwoXxvve9L2+/613viqVLl+YA8cVuueWWOP7442Py5Mm5F+S5554bN95440g0HQAAAAB4Cc1RJSlM3G233aK5+T+bkILDKVOmREdHR+y1115DHpv2bdj7MQ23TvuGM3fu3HwbsHr16vxvjVZdXV3VbgJbSA3LTw3LTw3LTf3KTw3LTw3LTf3KTw3LTw3Lr6vOa1i1gHFbmTNnTr4NSD0n29raYjQb7f+/eqCG5aeG5aeG5aZ+5aeG5aeG5aZ+5aeG5aeG5ddWxzVsrOaT/uSTT8b69evzdn9/f+6VmHoxvljat2TJksHtxYsXD/s4AAAAAKBOAsZddtklDjrooLjhhhvy9je+8Y3c2/DFw6MH5me87bbbYvny5TmIvOaaa+K0006rQqsBAAAAgBEPGNNq0Sk87OzsjGOOOWYwRPzyl7+cb/vss09cccUV8dWvfnXwe84888wcKiZ77LFHfPrTn47DDjssf+/OO++cfyYAAAAAUAdzMKYQcTivfe1r4yc/+cmwx6677roh22eddVa+AQAAAAC1o2pDpAEAAACA8hMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABTWXPxbAYB60d/fHwuXrIrFK9ZE+04TYtrUidHQ0FDtZgEAADVAwAgAvKTOVd0xc96CWNrVHWOaGqOnty/aWioxf9bB0TqxUu3mAQAAVWaINADwkj0XU7i4ZGV39PT2R/cLvfk+bZ8xb0E+DgAA1DcBIwCwSWlYdGfX2ujtGxokpu2Oru58HAAAqG8CRgBgk9Kci81Nw8+1mIZLp+MAAEB9EzACAJuUFnRJcy4OJ+1PxwEAgPomYAQANimtFp0WdGlqHNqLMW1Paank4wAAQH0TMAIAm9TQ0JBXi546qRJjmhqiMrYp37dPqsT82Yfk4wAAQH1rrnYDAIDa1jqxEnfPmZEXdElzLqZh0annonARAABIBIwAwMtKYeL09pZ8AwAA2JAh0gAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAoTMAIAAAAABQmYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAYc3FvxUA2Nr6+/tj4ZJVsXjFmmjfaUJMmzoxGhoaqt0sAACATRIwAkCN6FzVHTPnLYilXd0xpqkxenr7oq2lEvNnHRytEyvVbh4AAMCwDJEGgBrpuZjCxSUru6Ontz+6X+jN92n7jHkL8nEAAIBaJGAEgBqQhkV3dq2N3r6hQWLa7ujqzscBAABqkYARAGpAmnOxuWn4uRbTcOl0HAAAoBYJGAGgBqQFXdKci8NJ+9NxAACAWiRgBIAakFaLTgu6NDUO7cWYtqe0VPJxAACAWiRgBIAa0NDQkFeLnjqpEmOaGqIytinft0+qxPzZh+TjAAAAtai52g0AAP5T68RK3D1nRl7QJc25mIZFp56LwkUAAKCWCRgBoIakMHF6e0u+AQAAlIEh0gAAAABAYQJGAAAAAKAwASMAAAAAUJiAEQAAAAAo5yIvK1eujLe97W2D293d3fG73/0unn766Whp+a/J7RcvXhx77rlnvPGNbxzc941vfCPvAwAAAADqNGCcNGlSPPTQQ4PbV155Zdxzzz1DwsUBO+yww5DHAgAAAADVV1NDpK+//vqYPXt2tZsBAAAAAJShB+OGfvzjH8eqVavine9857DH16xZE9OnT4/e3t448cQT46KLLoqmpqaNHjd37tx8G7B69epYunRpjFZdXV3VbgJbSA3LTw3LTw3LTf3KTw3LTw3LTf3KTw3LTw3Lr6vOa9hcS70XZ86cGc3NGzdpt912i2XLlsUuu+ySC3bqqafGVVddFR/96Ec3euycOXPybUBra2u0tbXFaDba/3/1QA3LTw3LTw3LTf3KTw3LTw3LTf3KTw3LTw3Lr62Oa1gTQ6Sfe+65uPnmm2PWrFnDHh83blwOF5M0P2N63H333TfCrQQAAAAAajJgvOmmm2L//fePfffdd9jjaVXpnp6e/PW6devi1ltvjQMPPHCEWwkAAAAA1GTAONziLpdccklcc801+ev7778/B4ophDzooINi8uTJeQ5GAAAAAKC6mmtlgZcXu/TSSwe/Pvnkk/MNAAAAAKgtNdGDEQAAAAAoJwEjAAAAAFCYgBEAAAAAKEzACEDd6u/vjwcXd8WCJ7ryfdoGAACghIu8AMBI61zVHTPnLYilXd0xfef+ePCuZdHWUon5sw6O1omVajcPAACgNPRgBKDupJ6KKVxcsrI7enr7Y936vnyfts+Yt0BPRgAAgFdAwAhA3Vm4ZFV0dq2N3r6hQWLa7ujqzscBAADYPAJGAOrO4hVrormpYdhjY5oa83EAAAA2j4ARgLrTvtOE6OntG/ZY2p+OAwAAsHkEjADUnWlTJ+YFXZoah/ZiTNtTWir5OAAAAJtHwAhA3WloaMirRU+dVIkxTQ0xrrkx37dPqsT82Yfk4wAAAGye5s18HACMKq0TK3H3nBl5QZeOjqXxoSltueeicBEAAOCVETACULdSmDi9vSUmN62JtraWajcHAACglAyRBgAAAAAKEzACAAAAAIUJGAEAAACAwgSMAAAAAEBhAkYAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAAIUJGAEAAACAwgSMAAAAAEBhAkYAAAAAoDABIwAAAABQmIARAAAAAChMwAgAAAAAFNZc/FsBqDX9/f2xcMmqWLxiTbTvNCGmTZ0YDQ0N1W5WzbYLAACALSdgBBglOld1x8x5C2JpV3eMaWqMnt6+aGupxPxZB0frxIp2AQAAsE0YIg0wCqQeginEW7KyO3p6+6P7hd58n7bPmLcgH9cuAAAAtgUBI8AokIYfd3atjd6+oYFd2u7o6s7HtQsAAIBtQcAIMAqkuQ2bm4af0zANS07Hq6FW2wUAAMDWI2AEGAXSwilpbsPhpP3peDXUarsAAADYegSMAKNAWpU5LZzS1Di0t2DantJSyce1CwAAgG1BwAgwCjQ0NORVmadOqsSYpoaojG3K9+2TKjF/9iH5uHYBAACwLTRvk58KwIhrnViJu+fMyAunpLkN0/Dj1EOw2iFerbYLAACArUPACDCKpNBuentLvtWSWm0XAAAAW84QaQAAAACgMAEjAAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgMAEjAAAAAFCYgBEAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQAAAIDCBIwAAAAAQGECRgAAAACgsIb+/v7+GMXGjRsXO++8c4xWzz33XGy//fbVbgZbQA3LTw3LTw3LTf3KTw3LTw3LTf3KTw3LTw3L77lRXsNnnnkm1q1bV78B42jX2toanZ2d1W4GW0ANy08Ny08Ny039yk8Ny08Ny039yk8Ny08Ny6+1zmtoiDQAAAAAUJiAEQAAAAAoTMBYcnPmzKl2E9hCalh+alh+alhu6ld+alh+alhu6ld+alh+alh+c+q8huZgBAAAAAAK04MRAAAAAChMwAgAAAAAFCZgBAAAAAAKEzACAAAAAIUJGAEAAACAwgSMo9Rzzz0X69atq3Yz2AJqWG7qN3o8++yz1W4CW0gNy++Pf/xjtZvAFvAaLD81LD/n0fLzOiy3Z+ugfgLGUehXv/pVnHTSSfHggw9WuykUpIblpn6jx29+85s46qij4p//+Z+r3RQKUsPy++1vfxvvete74pZbbql2UyjAa7D81LD8nEfLz+uw3H5TJ/UTMI4yixYtig9/+MOx3377xUMPPRSPPvpo9PX1VbtZvAJqWG7qN7pqecEFF8RZZ52Va3nbbbdVu0m8Qmo4Omr413/913HyySfHT3/6UzUsGa/B8lPD8nMeLT+vw3JbVEf1a652A9i6v7gf+MAH4uyzz453v/vd8f3vfz/uuuuu6O3tjTe84Q3Vbh6bQQ3LTf1GVy3PO++8eP/73x9/+Zd/GU8//XT83d/9XTQ0NMRf/MVfVLt5bAY1HD01nDVrVpx22mm5hn/7t38b48ePj3e84x3Vbh4vw2uw/NSw/JxHy8/rsNwW1Vn99GAcRd3eU7CRfnlTsJG8/e1vz/vTJ1a//vWvo7+/v9rN5CWoYbmp3+i6EDj33HPzxXi6EEh122WXXWL33XePK6+8clR/6jhaqOHoqOEHP/jBfEGe3hQP1HDvvfeOr3zlK3H77bdXu4m8BK/B8lPD8nMeLT+vw3JbVIf1EzCOAmvWrIkvfelLeUhmmvdtwNe+9rXo7OzMv9CpF9Vjjz0m4KhRalhu6je6Fue57LLL4vTTT88X42l4e/qEcd68efG9730vrr766vjBD34wKi8IRgs1LL/Vq1fH+eefny/G023DGt55551x8cUXx3e/+934P//n/1S7qQzDa7D81LD8nEfLz+uw3J6r0/oJGEeB7bbbLv77f//vcfDBB8e3v/3tvO/rX/963HjjjTn0eN/73hdvetOb8i/vww8/XO3mMgw1LDf1Gz223377OProo3OdUnDc2NiYLwTSpOhf+MIX4oADDohLL700X5R/61vfqnZzGYYalt+rXvWqvBjBI488slENr7nmmth///3zEL90gZ6moqC2eA2WnxqWn/No+Xkdltv2dVq/hn7daUaF9evXxy9/+cvcQ+ree++NJ554Iv73//7fsfPOOw8+ZsaMGbHjjjvmtLy9vb2q7WVjalhuPT09uX5phTD1K6f05zB9spik2qULgjSMKH26ny7Gp0yZMvjYmTNnxrJly+KSSy7JdaU2qOHoq+H//b//N/bYY488lO+LX/zikBqmYX9//OMf8zQUalgbvAbLTw3Lz3m0/LwOy62/jutnkZdRorm5Of7bf/tvMXbs2BxupN5UGwYbaez/n/7pn+buuRvup3aoYXmlT6UmTJiQPw0eN26c+pXUwIVAkoYzVCqV+Od//uf4x3/8xyEXAmkRn9bW1jx/UXd3d5Vay+bUML0uU29iNSxvDdNrMPUEv+666zaq4a677pqPqWHtcB4tPzUsP+fR8vM6LH/9+vr6cq/Ferse1YNxFKTiycAvcNqfPqX6j//4jzyBaFpkIk3um0Krz372s1VtM8P71a9+Fa9//esHt9WwXBYuXBj/9m//lueySUOlU/1ST8Y0JEX9yuUPf/hDPP/88/lie0C6GPjFL34Rn/nMZ6KpqSlfCOywww5x1VVXVbWtDG/VqlWxbt26mDx58uC+NFXBz372MzUsifvvvz9fz7zlLW8Z3HfDDTfk82padVENa1taHTO9Btva2gb3pTfFP//5z70GS7QoQarhXnvtlT80TZxHy+XHP/5xrl2anmfD65nUi8p5tBwWL14cL7zwQu6UMHHixLzP67CcIxSbm5vrqn4CxhJbsGBBLF26NM+vsWHI2Nvbmy/EU0iV0vBp06YNBhsvDiapvgsvvDD/Afnc5z435GSU6qeGtX8Bd+2118ahhx6aeygO8Bosn1SrBx98MP793/893vGOd+T5NF/72tfmY/Pnz89vjtMQonShd8UVV+T9allb0rQE3/nOd+KnP/1p7in8Z3/2Z4PH1LAc0qJYaUGs6dOnxz777BPjx48fUsMU9qcPAtKHAOlNcqKGtfWG+Ic//GEOiVOP/fS3Ly1+lngNlkMapnfHHXfEo48+Gm9+85vjlFNOGTyWhvmlN8dqWNt+8pOf5F5SaX7FNCw6BRkb1jC9Dp1Ha/91mM6l6QObFPT/xV/8xeAx59La9+ijj+Z5TT/wgQ/k19+GIWM9nEct8lJSKZBKPaTSPBq33npr3pfCxRQypl/kNNT2oIMOyp9czZ49Ox8fWLmI2nLcccflXlP/43/8j42GS6thbQdSH/7wh/MtvYlKwUbiNVg+6Q9/WoDn3e9+d57/JJ1b0xwpKSQemBvlyCOPjBUrVozKC4HRslJfqlu6mPvUpz6VX49r164dPK6G5fCjH/0ony/TnLbp3PrNb34zz0s8UMMUPD7++OPeFNdo7+H0odtf/dVf5R79v/71r3PP0yVLluTjXoO1Lw3PS50XzjrrrPzhd1r8I3VkGJCG+alhbUujn9J7wxQwptqkv4epjgNDL1MNnUdr2zPPPJOnWnrve9+b3xuma5t0jTPAubS2rV27Nr9HTPVJr7HU6SS9r0/vNerlPCpgLInVq1fned4GpOGWaVLe1NU2XcCl1YheHDK+7nWvyyen9OnVwDFqp4YD0jwMqRdcGk6U5u1LPTQSNazt+qU/GB//+Mdz74xUn4HaeA2WT/rD/tRTT+U/9mkC5nPOOSdfzKU3WgNOOOGEmDVrVnR1dY26C4HRYOXKlflT/fQaTXPZpL+RX/3qV+Omm27KPTUSNax96TWYPvVPi2Wla5zf//73+XU4cO59z3vek4OPFGapYW1JvTEeeOCB/PpKi5il65lUxzSNyACvwdqWzpXpPcXy5cvj1a9+dRx77LGDxwaCYjWs/Q4oaVRNqk/qAZd68qcP3FLP8AHOo7UtXX+mETXpb99DDz2Ue4SnD21ScJyC4cTrsHaNGTMm9zj9xCc+keddTCHjQA/GgZBxtNfPu90SSCn4SSedNBg8bRhwpDne5s6dm+fVSD1wkjRvSpICjvQpVZoUltqsYZI+VUzz3QwsCpKWr0/zMqYeHGpYu/VLPRTTbUDqSfyNb3wjfz0wH6r61aYXzwySLgbSPKjpoju9idp9993zJ4yp91R6gzwgXRC0tLSMuguB0VDDqVOnxpw5c/LFXHqTfOqpp8bJJ5+cAw81rE3DzdCTQo2Pfexj+YO31Ps7nXdTD6qBcCM5/vjj83xUalhb9Us1O+SQQ+Kiiy7KAVX6oC3VL30Qnj7ASduJ12BtTi+Rbul1lXoOp7A4SefTND9Y6pHz4g/c1LC2/O53v8s1TNcv6RyZei2m+zSXbeoFd+eddw72Bk+cR2u3hum9YAqG0xRL//Iv/5J7LH7oQx/K7/vTh3ADvA5rS/pANP1dXL9+fZ7eJc2Bmj4oTfPzX3nllflv4MAw6dFePwFjjUvBU7rYTnMRpS7S6cQzIIUX6Zc1fVL8hS98IffeOPPMM6Ojo6OqbWbzazjwhioFWGmYdKpjmrchTYieQg9qt34pREyvvST9gUjhRroYuPnmm/O+0fgHY7RItUlvlgYC4STNoZlC/nQhl2qcejKm+W0H3hRT+zVM82YmO+20Uw6n0kIvKeAfeLNM7dcwBVLpdXf++efnUHG33XbLU00M1/uf2qtf+pAmhYxppdrU0yZ9UHPiiSfmN1p68NemJ598MtcwzT982WWXxRvf+MbBURc77rhjfrP8yU9+Mu6+++5qN5WXqGH6kDv1WExBRppbMV3P/Mmf/Ek+d6bQ8aijjho1K9SO9hqmHm9ve9vbci3f8IY35N5w6UPUNDojjdagNsPFr33ta3mxlgceeCDvS2FjOoem9xcpZEx1TO/364G/9jUebKRPndIF2pe+9KV8oZ22B7pHJwOLuqSQKvXWSD2lBhYmoBw1nDRpUq5fCjSSgYmZKUf9Bv6IpAAyzf+24aeLlGcO2yR9QpwWB/nrv/7rfJGQwsV99923qm3llc1DnP4epiEnqYbpTXO6KE9vrCjP6/B//s//GWeccUbuhZoCj/QGOQXF1G79NgwZ0xyM6UO59AY5zWWbwsX0JovaHIr5rW99KwfDqadN6oWazqMDi4KkkTSplmmRiWuuuabazeVlaphee2m6pRQKp/cVqfd3mustvQ7TB24HHnhgtZvLZtQwBYmp00kKiFMP4jSPZhpRk96DpHn7qb363X777fm6JS2M9ZOf/GTIiNLUEzzVNE1dkD7AqQdWka7hTzJSqJE+yU+hRZK20yfGKchIb4LTH/wNpYvw9EucjMbx/PVQww2pYfnqN7CSO7U3f2Z6wzRwfhyQVudLnyymi7oNV8pMK9luv/32g2+KvRbLV8PUCyC9Fg8//PAqtJatUcM0nC996p9CD8pXvzR3WJpWJAVXifNo7dUwhcSf+9zn4u1vf3vsv//+ed7aNKQ2vebS9UyaBy6F///rf/2v/Hg1LFcN0/kzvQZTSPVS7zeovRqmoCp9QJo+NE0rSqepXwZGaVBb9Us9g9NaCun9YgryL7zwwlyrNBoqLR6ZOiqkhXvS0Pd6OY96J1zDv7zpRPPWt74194hKC0Wk5DsNg07DZ1P36RcPtd3wom+0/+KO1hpuSA3LVz/hYvnnsE1zTaVPGoWL5a7hEUccIVwseQ3TaIyBcNFn4eWr3wEHHCBcrPEapvnAUqCRapikN8ep51vqPZVGbcyYMUO4WNIaptAjDbFNwaJwsXw1fM1rXpNfh6nncOqVKlys3fql+RZTT+FUp9TZa+bMmXk4dLqGSSNqkoFwMamH86h3wzUq/VKm4SXp08P0iXBaqfbss8/O6XgarpBWHkqrYw4M1TRPWO1Rw3JTv/LbGnPY1sOFwGir4YYLglB9XofltjVeg+pXu3NJpw9S09DLJN2nsCOFiml49IZ1U8Ny1fDzn/98Hiqdei9S3tdhqqGFImu/fikgTlLnhIMOOigPb0+1GxgmXW8EjDVoIKhIcw6lybJTCp5+cd/5znfGMccck8f4H3bYYbn79OWXX567Tes5VVvUsNzUr/zMYVu/NTRvZu3wOiw3r8H6mUt6YC6xNCVMquEnPvGJvE/v4fLW8OMf/3jep4bVp4b1Ub9Vq1bl3vxpyHtaLCv1bKxH3hHXoDQXQ7pYS17/+tfnIOOee+7JYUbqQTVwLHWfTkvaP/XUU1VuMS+mhuWmfuWfPzPNCXbCCSfEX/7lX+Z9//qv/5oXVLrxxhvzhcKAgcns02M3HApGdalh+alhualffdVwYCXUtBDIRz7ykbxtWHT1qWH5qWH91C/1XNxvv/3yPKhpWq16/VvYXO0GMFQKK9Iy56961avy5K5paGb6BU3zwf37v/97/iVNF3Kp2236Ov2C77TTTtVuNhtQw3JTv9E3f+bf/M3f5D/2H/zgB3NgnIY1XHzxxbH77rsPfo85bGuLGpafGpab+tVfDdMUMANhsVCjNqhh+alh/dQv9eg/cIPV2uu1flaRriHpl/YHP/hBHH300fnTi1/+8peDSXly2WWX5WT8/PPPr2o72TQ1LDf1Gz3S3Jn/8R//kcPiNKz9wx/+cF75+/jjj88Tnt933315dbc999zT6t81Sg3LTw3LTf3qq4ZpdEYKNur1TXGtUsPyU8Ny87fwldGDsYakE8mdd96Zx+uPGTMmBx3plzT1qPrkJz+Zh2b+6Ec/qnYzeQlqWG7qV34Df9jT/JmpN01awe11r3tdnj8zfSqc5s9MUg/UNH9mWv00hcbUDjUsPzUsN/Wr7xoKNWqDGpafGpabv4XF1He8WmPSEuZpUuV0n36Z00Si733ve+Oxxx6Ln/3sZ/nTjLT8efpl1/G0Nqlhualf+Zk/s/zUsPzUsNzUr/zUsPzUsPzUsNzUrxg9GGtMWvo8Sd1t0+pDyZ//+Z/n+eAmTpyYh27We7fbWqeG5aZ+5WX+zPJTw/JTw3JTv/JTw/JTw/JTw3JTv+K8S65R6Zf3s5/9bMybNy8vhb733nvnX+Jddtml2k1jM6lhualf+ebPXLhwYVxwwQVx7LHHRk9Pz+Cxd7zjHVGpVOJzn/tc3m5ubs71dCFQW9Sw/NSw3NSv/NSw/NSw/NSw3NRvywgYa9R2220XM2bMiMmTJ8cRRxyR96V0XM+p8lDDclO/cs6fmT5JHJg/8+tf/3pemCdJQxlaW1ur3UxeghqWnxqWm/qVnxqWnxqWnxqWm/ptGe+Ua1T6ZZ42bVocd9xxg/tM9loualhu6lcu5s8sPzUsPzUsN/UrPzUsPzUsPzUsN/XbMg39nhUARunKbzfeeGMOitN8ms8880zukUo5qGH5qWG5qV/5qWH5qWH5qWG5qd8rY5EXAEbd/Jlf+cpX8qI86SIgzY2SmD+zPNSw/NSw3NSv/NSw/NSw/NSw3NTvldODEYBRJU3G/PDDD8fTTz89OMQ9/akzxL081LD81LDc1K/81LD81LD81LDc1O+VEzACAAAAAIVZ5AUAAAAAKEzACAAAAAAUJmAEAAAAAAoTMAIAAAAAhQkYAQDYatL6gevXr99of29vb/T19VWlTQAAbFvN2/jnAwBQR3p6euINb3hDvOY1rxmyf/Xq1XHSSSfFJz/5yZf9Gf/6r/8ab3rTm6JSqcQdd9wRs2bNiqVLl0ZbW1usW7culixZEvvss882/F8AAPBKCBgBANhqmpqa4rDDDot/+qd/GrL//vvvj9/+9reb9TMeffTRmD59eu4N+dBDD+VA8W/+5m/iggsuiOXLl8fChQvjyiuv3Eb/AwAAXikBIwAAWzVgbGhoGPbYpvZvKPVwvOGGG+Lb3/52NDY2xrJly6KlpSXfjjjiiFi8eHEsWrRoG7QcAICiBIwAAGxVmxMkbspll10W48aNize/+c35/jvf+U586lOfive97305WEyBIwAAtUXACADAVnXXXXfl3oYb+sMf/pCHOW+uiy66KPdgPOqoo/L2DjvsEHvttVc0NzfHfffdt9XbDABAcQJGAAC2qmOPPTauv/76jeZgfCVDm//lX/4lxo8fH3Pnzs0Luzz77LPx05/+NJ588slt0GIAALaEgBEAgK0qLc5S1Nlnnx0/+tGP4s4778xDrZ944ok8/+LkyZPj0EMPzXMwPvLII1u1vQAAbBkBIwAAIxIwbk7weO2110ZnZ2d8//vfjyOPPDJaW1vjqaeeiltuuWUbtBQAgK1BwAgAwFbT29ubex8ONwfjeeedt1k/4zOf+Ux84AMfiO233z5OP/30PA9jugcAoDYJGAEA2KoB48yZM+Pv//7vh+x/4IEHYvny5S/7/bfddlsOE1//+tcPDpnu6+uLiRMn5qHRt956aw4eAQCoHQ39WzJJDgAAbEVpOPSuu+46uP3oo4/GvvvuO7h9xx13xFvf+ta8qjQAALVBwAgAAAAAFNZY/FsBAAAAgHonYAQAAAAAChMwAgAAAACFCRgBAAAAgMIEjAAAAABAFPX/A+VMxsIL4cugAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制条形图",
   "id": "4b3ae9b8581b694c"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:27:28.172195Z",
     "start_time": "2025-02-28T16:27:28.035783Z"
    }
   },
   "cell_type": "code",
   "source": [
    "my_font =  font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size=16)\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize=(20,8),dpi=80) # 设置画布大小\n",
    "\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3  条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(a)),b,width=0.3,color='r') # 绘制条形图\n",
    "plt.xticks(range(len(a)),a,fontproperties=my_font,rotation=45) # 设置x轴的标签\n",
    "for rect in rects:\n",
    "    height = rect.get_height() # 获取条形的高度\n",
    "    plt.text(rect.get_x()+rect.get_width()/2,height+0.5,'%.2f'%height,ha='center',va='bottom',fontproperties=my_font) # 设置条形的数值\n",
    "\n",
    "plt.show()"
   ],
   "id": "f2fde72c0432e8a1",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1600x640 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制直方图",
   "id": "3fe33b690b918937"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:43:27.398835Z",
     "start_time": "2025-02-28T16:43:27.073877Z"
    }
   },
   "cell_type": "code",
   "source": [
    "time = [131,   98,    125,   131,   124,   139,   131, 117, 128, 108, 135, 138, 131, 102, 107, 114,\n",
    "119,   128,   121,   142,   127,   130,   124, 101, 110, 116, 117, 110, 128, 128, 115,   99,\n",
    "136,   126,   134,   95,    138,   117,   111,78, 132, 124, 113, 150, 110, 117,  86,    95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101,   99, 136,123,\n",
    "117,   119,   105,   137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120,  107,   129, 116,\n",
    "108,   132,   103,   136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121,  112,   139, 125,\n",
    "138,   109,   132,   134,156, 106, 117, 127, 144, 139, 139, 119, 140,   83,    110,   102,123,\n",
    "107,   143,   115,   136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112,  114,   122, 109,\n",
    "106,   123,   116,   131,   127, 115, 118, 112, 135,115,   146,   137,   116,   103,   144,   83,    123,\n",
    "111,   110,   111,   100,   154,136, 100, 118, 119, 133,   134,   106,   129,   126,   110,   111,   109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130,   141, 117, 106, 114, 121, 114, 133, 137,    92,121,    112,   146,   97,    137, 105,  98,\n",
    "117,   112,   81,    97, 139, 113,134, 106, 144, 110, 137,  137,   111,   104,   117, 100, 111,\n",
    "101,   110,105, 129, 137, 112, 120, 113, 133, 112,    83,    94,    146,   133,   101,131, 116,\n",
    "111,   84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "plt.figure(figsize=(20, 8), dpi=100) # 3）绘制直方图\n",
    "print(max(time),min(time))\n",
    "# 设置组距\n",
    "distance = 2\n",
    "# 计算组数\n",
    "group_num = int((max(time) - min(time)) / distance) # 绘制直方图\n",
    "plt.hist(time, bins=group_num)\n",
    "\n",
    "# 修改x轴刻度显示\n",
    "plt.xticks(range(min(time), max(time))[::2])\n",
    "plt.yticks(range(0, 20, 1))\n",
    "\n",
    "# 添加网格显示\n",
    "plt.grid(linestyle=\"--\", alpha=0.5)\n",
    "\n",
    "#添 加 x,  y 轴 描 述 信 息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties=my_font)\n",
    "plt.ylabel(\"电影的数据量\",fontproperties=my_font)\n",
    "# 4）显示图像\n",
    "plt.show()"
   ],
   "id": "9b82b37eac771e2b",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "156 78\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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AAAAAAAAAVAGTKwAAAAAAAAAAAAAAAFXA5AoAAAAAAAAAAAAAAIBUzv8P7bzNDbHv6+UAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "## 绘制饼图",
   "id": "d7485a06c0195330"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-28T16:43:54.023877Z",
     "start_time": "2025-02-28T16:43:53.872865Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"]  # 各部分标签\n",
    "size = [55, 35, 10]    # 各部分大小\n",
    "color = [\"red\", \"green\", \"blue\"]   # 各部分颜色\n",
    "explode = [0, 0.05, 0] # 各部分突出值\n",
    "# 绘制饼图\n",
    "plt.figure(figsize=(20, 8), dpi=100)\n",
    "# plt.pie(size, labels=label_list, colors=color, explode=explode, autopct='%1.1f%%', shadow=True, startangle=140)\n",
    "matplotlib.rcParams['font.sans-serif']=['SimHei']\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "                                  labeldistance=1.1, autopct=\"%1.1f%%\", shadow=True, startangle=90, pctdistance=0.5)\n",
    "plt.axis(\"equal\")  # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "id": "b350ca0c59e346c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 2000x800 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
